Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 4 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 964.0 B |
| Average record size in memory | 241.0 B |
Variable types
| Numeric | 26 |
|---|
Barrel_Temp_Z3 has constant value "193.5" | Constant |
VP_Time has constant value "2" | Constant |
Plasticizing_End_Position has constant value "63.11" | Constant |
Plasticizing_RPM has constant value "28.27" | Constant |
Cooling_Time has constant value "8" | Constant |
Back_Flow has constant value "49.03" | Constant |
Barrel_Temp_Z1 is highly overall correlated with Barrel_Temp_Z2 and 16 other fields | High correlation |
Barrel_Temp_Z2 is highly overall correlated with Barrel_Temp_Z1 and 15 other fields | High correlation |
Barrel_Temp_Z4 is highly overall correlated with Barrel_Temp_Z1 and 13 other fields | High correlation |
Cycle_Time is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
Decompression_Time is highly overall correlated with Barrel_Temp_Z1 and 15 other fields | High correlation |
Hopper_Temp is highly overall correlated with Barrel_Temp_Z1 and 13 other fields | High correlation |
Injection_Peak_Press is highly overall correlated with Barrel_Temp_Z2 and 4 other fields | High correlation |
Injection_Pressure_Real_Time is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
Machine_Cycle_Time is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
Max_Injection_Rate is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
Minimum_Cushion is highly overall correlated with Barrel_Temp_Z1 and 15 other fields | High correlation |
No_Shot is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
Plasticizing_Start_Position is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
Plasticizing_Time is highly overall correlated with Barrel_Temp_Z4 and 14 other fields | High correlation |
Screw_Position is highly overall correlated with Barrel_Temp_Z1 and 15 other fields | High correlation |
Screw_Velocity is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
VP_Position is highly overall correlated with Barrel_Temp_Z1 and 16 other fields | High correlation |
VP_Press is highly overall correlated with Barrel_Temp_Z1 and 13 other fields | High correlation |
Weighing_Start_Position is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
_ID is highly overall correlated with Barrel_Temp_Z1 and 17 other fields | High correlation |
No_Shot has unique values | Unique |
Machine_Cycle_Time has unique values | Unique |
Cycle_Time has unique values | Unique |
Injection_Pressure_Real_Time has unique values | Unique |
Plasticizing_Time has unique values | Unique |
Plasticizing_Start_Position has unique values | Unique |
_ID has unique values | Unique |
No_Shot has 1 (25.0%) zeros | Zeros |
_ID has 1 (25.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-02 05:28:24.831023 |
|---|---|
| Analysis finished | 2024-09-02 05:32:58.435198 |
| Duration | 4 minutes and 33.6 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
No_Shot
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.15 |
| Q1 | 0.75 |
| median | 1.5 |
| Q3 | 2.25 |
| 95-th percentile | 2.85 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.2909944 |
|---|---|
| Coefficient of variation (CV) | 0.86066297 |
| Kurtosis | -1.2 |
| Mean | 1.5 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0 |
| Sum | 6 |
| Variance | 1.6666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 2 | 1 | |
| 1 | 1 | |
| 0 | 1 |
Machine_Cycle_Time
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.575 |
| Minimum | 16.54 |
|---|---|
| Maximum | 16.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 16.54 |
|---|---|
| 5-th percentile | 16.543 |
| Q1 | 16.555 |
| median | 16.57 |
| Q3 | 16.59 |
| 95-th percentile | 16.614 |
| Maximum | 16.62 |
| Range | 0.08 |
| Interquartile range (IQR) | 0.035 |
Descriptive statistics
| Standard deviation | 0.034156503 |
|---|---|
| Coefficient of variation (CV) | 0.0020607241 |
| Kurtosis | 0.34285714 |
| Mean | 16.575 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 0.7528372 |
| Sum | 66.3 |
| Variance | 0.0011666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 16.54 | 1 | |
| 16.56 | 1 | |
| 16.58 | 1 | |
| 16.62 | 1 |
| Value | Count | Frequency (%) |
| 16.54 | 1 | |
| 16.56 | 1 | |
| 16.58 | 1 | |
| 16.62 | 1 |
| Value | Count | Frequency (%) |
| 16.62 | 1 | |
| 16.58 | 1 | |
| 16.56 | 1 | |
| 16.54 | 1 |
Cycle_Time
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.55 |
| Minimum | 16.52 |
|---|---|
| Maximum | 16.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 16.52 |
|---|---|
| 5-th percentile | 16.523 |
| Q1 | 16.535 |
| median | 16.55 |
| Q3 | 16.565 |
| 95-th percentile | 16.577 |
| Maximum | 16.58 |
| Range | 0.06 |
| Interquartile range (IQR) | 0.03 |
Descriptive statistics
| Standard deviation | 0.025819889 |
|---|---|
| Coefficient of variation (CV) | 0.0015601141 |
| Kurtosis | -1.2 |
| Mean | 16.55 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 0 |
| Sum | 66.2 |
| Variance | 0.00066666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 16.52 | 1 | |
| 16.54 | 1 | |
| 16.56 | 1 | |
| 16.58 | 1 |
| Value | Count | Frequency (%) |
| 16.52 | 1 | |
| 16.54 | 1 | |
| 16.56 | 1 | |
| 16.58 | 1 |
| Value | Count | Frequency (%) |
| 16.58 | 1 | |
| 16.56 | 1 | |
| 16.54 | 1 | |
| 16.52 | 1 |
Barrel_Temp_Z1
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 210.15 |
| Minimum | 210.1 |
|---|---|
| Maximum | 210.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 210.1 |
|---|---|
| 5-th percentile | 210.1 |
| Q1 | 210.1 |
| median | 210.15 |
| Q3 | 210.2 |
| 95-th percentile | 210.2 |
| Maximum | 210.2 |
| Range | 0.1 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.057735027 |
|---|---|
| Coefficient of variation (CV) | 0.00027473246 |
| Kurtosis | -6 |
| Mean | 210.15 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 0 |
| Sum | 840.6 |
| Variance | 0.0033333333 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 210.2 | 2 | |
| 210.1 | 2 |
| Value | Count | Frequency (%) |
| 210.1 | 2 | |
| 210.2 | 2 |
| Value | Count | Frequency (%) |
| 210.2 | 2 | |
| 210.1 | 2 |
Barrel_Temp_Z2
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200.7 |
| Minimum | 200.6 |
|---|---|
| Maximum | 200.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 200.6 |
|---|---|
| 5-th percentile | 200.615 |
| Q1 | 200.675 |
| median | 200.7 |
| Q3 | 200.725 |
| 95-th percentile | 200.785 |
| Maximum | 200.8 |
| Range | 0.2 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.081649658 |
|---|---|
| Coefficient of variation (CV) | 0.00040682441 |
| Kurtosis | 1.5 |
| Mean | 200.7 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 0 |
| Sum | 802.8 |
| Variance | 0.0066666667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 200.7 | 2 | |
| 200.8 | 1 | |
| 200.6 | 1 |
| Value | Count | Frequency (%) |
| 200.6 | 1 | |
| 200.7 | 2 | |
| 200.8 | 1 |
| Value | Count | Frequency (%) |
| 200.8 | 1 | |
| 200.7 | 2 | |
| 200.6 | 1 |
Barrel_Temp_Z3
Real number (ℝ)
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.5 |
| Minimum | 193.5 |
|---|---|
| Maximum | 193.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 193.5 |
|---|---|
| 5-th percentile | 193.5 |
| Q1 | 193.5 |
| median | 193.5 |
| Q3 | 193.5 |
| 95-th percentile | 193.5 |
| Maximum | 193.5 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 193.5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 774 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 193.5 | 4 |
| Value | Count | Frequency (%) |
| 193.5 | 4 |
| Value | Count | Frequency (%) |
| 193.5 | 4 |
Barrel_Temp_Z4
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.225 |
| Minimum | 187.2 |
|---|---|
| Maximum | 187.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 187.2 |
|---|---|
| 5-th percentile | 187.2 |
| Q1 | 187.2 |
| median | 187.2 |
| Q3 | 187.225 |
| 95-th percentile | 187.285 |
| Maximum | 187.3 |
| Range | 0.1 |
| Interquartile range (IQR) | 0.025 |
Descriptive statistics
| Standard deviation | 0.05 |
|---|---|
| Coefficient of variation (CV) | 0.00026705835 |
| Kurtosis | 4 |
| Mean | 187.225 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2 |
| Sum | 748.9 |
| Variance | 0.0025 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 187.2 | 3 | |
| 187.3 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 187.2 | 3 | |
| 187.3 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 187.3 | 1 | 25.0% |
| 187.2 | 3 |
Hopper_Temp
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.175 |
| Minimum | 40.1 |
|---|---|
| Maximum | 40.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 40.1 |
|---|---|
| 5-th percentile | 40.115 |
| Q1 | 40.175 |
| median | 40.2 |
| Q3 | 40.2 |
| 95-th percentile | 40.2 |
| Maximum | 40.2 |
| Range | 0.1 |
| Interquartile range (IQR) | 0.025 |
Descriptive statistics
| Standard deviation | 0.05 |
|---|---|
| Coefficient of variation (CV) | 0.0012445551 |
| Kurtosis | 4 |
| Mean | 40.175 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2 |
| Sum | 160.7 |
| Variance | 0.0025 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 40.2 | 3 | |
| 40.1 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 40.1 | 1 | 25.0% |
| 40.2 | 3 |
| Value | Count | Frequency (%) |
| 40.2 | 3 | |
| 40.1 | 1 | 25.0% |
Injection_Pressure_Real_Time
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2575 |
| Minimum | 1.23 |
|---|---|
| Maximum | 1.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 1.23 |
|---|---|
| 5-th percentile | 1.2315 |
| Q1 | 1.2375 |
| median | 1.25 |
| Q3 | 1.27 |
| 95-th percentile | 1.294 |
| Maximum | 1.3 |
| Range | 0.07 |
| Interquartile range (IQR) | 0.0325 |
Descriptive statistics
| Standard deviation | 0.030956959 |
|---|---|
| Coefficient of variation (CV) | 0.02461786 |
| Kurtosis | 0.75765595 |
| Mean | 1.2575 |
| Median Absolute Deviation (MAD) | 0.015 |
| Skewness | 1.1376244 |
| Sum | 5.03 |
| Variance | 0.00095833333 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 1.23 | 1 | |
| 1.24 | 1 | |
| 1.26 | 1 | |
| 1.3 | 1 |
| Value | Count | Frequency (%) |
| 1.23 | 1 | |
| 1.24 | 1 | |
| 1.26 | 1 | |
| 1.3 | 1 |
| Value | Count | Frequency (%) |
| 1.3 | 1 | |
| 1.26 | 1 | |
| 1.24 | 1 | |
| 1.23 | 1 |
Screw_Position
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.085 |
| Minimum | 6.02 |
|---|---|
| Maximum | 6.28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 6.02 |
|---|---|
| 5-th percentile | 6.02 |
| Q1 | 6.02 |
| median | 6.02 |
| Q3 | 6.085 |
| 95-th percentile | 6.241 |
| Maximum | 6.28 |
| Range | 0.26 |
| Interquartile range (IQR) | 0.065 |
Descriptive statistics
| Standard deviation | 0.13 |
|---|---|
| Coefficient of variation (CV) | 0.02136401 |
| Kurtosis | 4 |
| Mean | 6.085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2 |
| Sum | 24.34 |
| Variance | 0.0169 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 6.02 | 3 | |
| 6.28 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 6.02 | 3 | |
| 6.28 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 6.28 | 1 | 25.0% |
| 6.02 | 3 |
Injection_Peak_Press
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1215.175 |
| Minimum | 1209.16 |
|---|---|
| Maximum | 1228.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 1209.16 |
|---|---|
| 5-th percentile | 1209.5335 |
| Q1 | 1211.0275 |
| median | 1211.65 |
| Q3 | 1215.7975 |
| 95-th percentile | 1225.7515 |
| Maximum | 1228.24 |
| Range | 19.08 |
| Interquartile range (IQR) | 4.77 |
Descriptive statistics
| Standard deviation | 8.7887371 |
|---|---|
| Coefficient of variation (CV) | 0.0072324868 |
| Kurtosis | 3.6822079 |
| Mean | 1215.175 |
| Median Absolute Deviation (MAD) | 1.245 |
| Skewness | 1.8903248 |
| Sum | 4860.7 |
| Variance | 77.2419 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 1211.65 | 2 | |
| 1209.16 | 1 | |
| 1228.24 | 1 |
| Value | Count | Frequency (%) |
| 1209.16 | 1 | |
| 1211.65 | 2 | |
| 1228.24 | 1 |
| Value | Count | Frequency (%) |
| 1228.24 | 1 | |
| 1211.65 | 2 | |
| 1209.16 | 1 |
Max_Injection_Rate
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.3125 |
| Minimum | 78.19 |
|---|---|
| Maximum | 78.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 78.19 |
|---|---|
| 5-th percentile | 78.2095 |
| Q1 | 78.2875 |
| median | 78.345 |
| Q3 | 78.37 |
| 95-th percentile | 78.37 |
| Maximum | 78.37 |
| Range | 0.18 |
| Interquartile range (IQR) | 0.0825 |
Descriptive statistics
| Standard deviation | 0.085 |
|---|---|
| Coefficient of variation (CV) | 0.0010853951 |
| Kurtosis | 2.2758827 |
| Mean | 78.3125 |
| Median Absolute Deviation (MAD) | 0.025 |
| Skewness | -1.5823326 |
| Sum | 313.25 |
| Variance | 0.007225 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 78.37 | 2 | |
| 78.32 | 1 | |
| 78.19 | 1 |
| Value | Count | Frequency (%) |
| 78.19 | 1 | |
| 78.32 | 1 | |
| 78.37 | 2 |
| Value | Count | Frequency (%) |
| 78.37 | 2 | |
| 78.32 | 1 | |
| 78.19 | 1 |
Screw_Velocity
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.2325 |
| Minimum | 20.6 |
|---|---|
| Maximum | 36.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 20.6 |
|---|---|
| 5-th percentile | 20.6 |
| Q1 | 20.6 |
| median | 27.99 |
| Q3 | 35.6225 |
| 95-th percentile | 36.2045 |
| Maximum | 36.35 |
| Range | 15.75 |
| Interquartile range (IQR) | 15.0225 |
Descriptive statistics
| Standard deviation | 8.822144 |
|---|---|
| Coefficient of variation (CV) | 0.31248186 |
| Kurtosis | -5.9396457 |
| Mean | 28.2325 |
| Median Absolute Deviation (MAD) | 7.39 |
| Skewness | 0.010458944 |
| Sum | 112.93 |
| Variance | 77.830225 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 20.6 | 2 | |
| 35.38 | 1 | |
| 36.35 | 1 |
| Value | Count | Frequency (%) |
| 20.6 | 2 | |
| 35.38 | 1 | |
| 36.35 | 1 |
| Value | Count | Frequency (%) |
| 36.35 | 1 | |
| 35.38 | 1 | |
| 20.6 | 2 |
VP_Time
Real number (ℝ)
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2 |
| Minimum | 2 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 2 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 8 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 2 | 4 |
| Value | Count | Frequency (%) |
| 2 | 4 |
| Value | Count | Frequency (%) |
| 2 | 4 |
VP_Position
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.13 |
| Minimum | 8.12 |
|---|---|
| Maximum | 8.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 8.12 |
|---|---|
| 5-th percentile | 8.12 |
| Q1 | 8.12 |
| median | 8.13 |
| Q3 | 8.14 |
| 95-th percentile | 8.14 |
| Maximum | 8.14 |
| Range | 0.02 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.011547005 |
|---|---|
| Coefficient of variation (CV) | 0.0014202959 |
| Kurtosis | -6 |
| Mean | 8.13 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 0 |
| Sum | 32.52 |
| Variance | 0.00013333333 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 8.14 | 2 | |
| 8.12 | 2 |
| Value | Count | Frequency (%) |
| 8.12 | 2 | |
| 8.14 | 2 |
| Value | Count | Frequency (%) |
| 8.14 | 2 | |
| 8.12 | 2 |
Weighing_Start_Position
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.5875 |
| Minimum | 10.51 |
|---|---|
| Maximum | 10.79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 10.51 |
|---|---|
| 5-th percentile | 10.51 |
| Q1 | 10.51 |
| median | 10.525 |
| Q3 | 10.6025 |
| 95-th percentile | 10.7525 |
| Maximum | 10.79 |
| Range | 0.28 |
| Interquartile range (IQR) | 0.0925 |
Descriptive statistics
| Standard deviation | 0.13573872 |
|---|---|
| Coefficient of variation (CV) | 0.012820658 |
| Kurtosis | 3.769059 |
| Mean | 10.5875 |
| Median Absolute Deviation (MAD) | 0.015 |
| Skewness | 1.9367362 |
| Sum | 42.35 |
| Variance | 0.018425 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 10.51 | 2 | |
| 10.54 | 1 | |
| 10.79 | 1 |
| Value | Count | Frequency (%) |
| 10.51 | 2 | |
| 10.54 | 1 | |
| 10.79 | 1 |
| Value | Count | Frequency (%) |
| 10.79 | 1 | |
| 10.54 | 1 | |
| 10.51 | 2 |
VP_Press
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1079.49 |
| Minimum | 1062 |
|---|---|
| Maximum | 1101.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 1062 |
|---|---|
| 5-th percentile | 1062 |
| Q1 | 1062 |
| median | 1077.275 |
| Q3 | 1094.765 |
| 95-th percentile | 1100.081 |
| Maximum | 1101.41 |
| Range | 39.41 |
| Interquartile range (IQR) | 32.765 |
Descriptive statistics
| Standard deviation | 20.517068 |
|---|---|
| Coefficient of variation (CV) | 0.01900626 |
| Kurtosis | -5.0893248 |
| Mean | 1079.49 |
| Median Absolute Deviation (MAD) | 15.275 |
| Skewness | 0.15896861 |
| Sum | 4317.96 |
| Variance | 420.95007 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 1062 | 2 | |
| 1101.41 | 1 | |
| 1092.55 | 1 |
| Value | Count | Frequency (%) |
| 1062 | 2 | |
| 1092.55 | 1 | |
| 1101.41 | 1 |
| Value | Count | Frequency (%) |
| 1101.41 | 1 | |
| 1092.55 | 1 | |
| 1062 | 2 |
Plasticizing_Time
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7975 |
| Minimum | 4.74 |
|---|---|
| Maximum | 4.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 4.74 |
|---|---|
| 5-th percentile | 4.749 |
| Q1 | 4.785 |
| median | 4.805 |
| Q3 | 4.8175 |
| 95-th percentile | 4.8355 |
| Maximum | 4.84 |
| Range | 0.1 |
| Interquartile range (IQR) | 0.0325 |
Descriptive statistics
| Standard deviation | 0.041932485 |
|---|---|
| Coefficient of variation (CV) | 0.0087404868 |
| Kurtosis | 1.829339 |
| Mean | 4.7975 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | -1.0070352 |
| Sum | 19.19 |
| Variance | 0.0017583333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 4.74 | 1 | |
| 4.81 | 1 | |
| 4.8 | 1 | |
| 4.84 | 1 |
| Value | Count | Frequency (%) |
| 4.74 | 1 | |
| 4.8 | 1 | |
| 4.81 | 1 | |
| 4.84 | 1 |
| Value | Count | Frequency (%) |
| 4.84 | 1 | |
| 4.81 | 1 | |
| 4.8 | 1 | |
| 4.74 | 1 |
Plasticizing_Start_Position
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.565 |
| Minimum | 10.46 |
|---|---|
| Maximum | 10.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 10.46 |
|---|---|
| 5-th percentile | 10.4645 |
| Q1 | 10.4825 |
| median | 10.51 |
| Q3 | 10.5925 |
| 95-th percentile | 10.7425 |
| Maximum | 10.78 |
| Range | 0.32 |
| Interquartile range (IQR) | 0.11 |
Descriptive statistics
| Standard deviation | 0.14617341 |
|---|---|
| Coefficient of variation (CV) | 0.013835628 |
| Kurtosis | 3.2307018 |
| Mean | 10.565 |
| Median Absolute Deviation (MAD) | 0.035 |
| Skewness | 1.7750805 |
| Sum | 42.26 |
| Variance | 0.021366667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 10.46 | 1 | |
| 10.49 | 1 | |
| 10.53 | 1 | |
| 10.78 | 1 |
| Value | Count | Frequency (%) |
| 10.46 | 1 | |
| 10.49 | 1 | |
| 10.53 | 1 | |
| 10.78 | 1 |
| Value | Count | Frequency (%) |
| 10.78 | 1 | |
| 10.53 | 1 | |
| 10.49 | 1 | |
| 10.46 | 1 |
Plasticizing_End_Position
Real number (ℝ)
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.11 |
| Minimum | 63.11 |
|---|---|
| Maximum | 63.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 63.11 |
|---|---|
| 5-th percentile | 63.11 |
| Q1 | 63.11 |
| median | 63.11 |
| Q3 | 63.11 |
| 95-th percentile | 63.11 |
| Maximum | 63.11 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 63.11 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 252.44 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 63.11 | 4 |
| Value | Count | Frequency (%) |
| 63.11 | 4 |
| Value | Count | Frequency (%) |
| 63.11 | 4 |
Plasticizing_RPM
Real number (ℝ)
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.27 |
| Minimum | 28.27 |
|---|---|
| Maximum | 28.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 28.27 |
|---|---|
| 5-th percentile | 28.27 |
| Q1 | 28.27 |
| median | 28.27 |
| Q3 | 28.27 |
| 95-th percentile | 28.27 |
| Maximum | 28.27 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 28.27 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 113.08 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 28.27 | 4 |
| Value | Count | Frequency (%) |
| 28.27 | 4 |
| Value | Count | Frequency (%) |
| 28.27 | 4 |
Minimum_Cushion
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.085 |
| Minimum | 6.02 |
|---|---|
| Maximum | 6.28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 6.02 |
|---|---|
| 5-th percentile | 6.02 |
| Q1 | 6.02 |
| median | 6.02 |
| Q3 | 6.085 |
| 95-th percentile | 6.241 |
| Maximum | 6.28 |
| Range | 0.26 |
| Interquartile range (IQR) | 0.065 |
Descriptive statistics
| Standard deviation | 0.13 |
|---|---|
| Coefficient of variation (CV) | 0.02136401 |
| Kurtosis | 4 |
| Mean | 6.085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2 |
| Sum | 24.34 |
| Variance | 0.0169 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 6.02 | 3 | |
| 6.28 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 6.02 | 3 | |
| 6.28 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 6.28 | 1 | 25.0% |
| 6.02 | 3 |
Cooling_Time
Real number (ℝ)
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8 |
| Minimum | 8 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 8 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 8 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 32 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 8 | 4 |
| Value | Count | Frequency (%) |
| 8 | 4 |
| Value | Count | Frequency (%) |
| 8 | 4 |
Back_Flow
Real number (ℝ)
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.03 |
| Minimum | 49.03 |
|---|---|
| Maximum | 49.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 49.03 |
|---|---|
| 5-th percentile | 49.03 |
| Q1 | 49.03 |
| median | 49.03 |
| Q3 | 49.03 |
| 95-th percentile | 49.03 |
| Maximum | 49.03 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 49.03 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 196.12 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 49.03 | 4 |
| Value | Count | Frequency (%) |
| 49.03 | 4 |
| Value | Count | Frequency (%) |
| 49.03 | 4 |
Decompression_Time
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3225 |
| Minimum | 0.32 |
|---|---|
| Maximum | 0.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 0.32 |
|---|---|
| 5-th percentile | 0.32 |
| Q1 | 0.32 |
| median | 0.32 |
| Q3 | 0.3225 |
| 95-th percentile | 0.3285 |
| Maximum | 0.33 |
| Range | 0.01 |
| Interquartile range (IQR) | 0.0025 |
Descriptive statistics
| Standard deviation | 0.005 |
|---|---|
| Coefficient of variation (CV) | 0.015503876 |
| Kurtosis | 4 |
| Mean | 0.3225 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2 |
| Sum | 1.29 |
| Variance | 2.5 × 10-5 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0.32 | 3 | |
| 0.33 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 0.32 | 3 | |
| 0.33 | 1 | 25.0% |
| Value | Count | Frequency (%) |
| 0.33 | 1 | 25.0% |
| 0.32 | 3 |
_ID
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 164.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.15 |
| Q1 | 0.75 |
| median | 1.5 |
| Q3 | 2.25 |
| 95-th percentile | 2.85 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.2909944 |
|---|---|
| Coefficient of variation (CV) | 0.86066297 |
| Kurtosis | -1.2 |
| Mean | 1.5 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0 |
| Sum | 6 |
| Variance | 1.6666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 2 | 1 | |
| 1 | 1 | |
| 0 | 1 |
| Barrel_Temp_Z1 | Barrel_Temp_Z2 | Barrel_Temp_Z4 | Cycle_Time | Decompression_Time | Hopper_Temp | Injection_Peak_Press | Injection_Pressure_Real_Time | Machine_Cycle_Time | Max_Injection_Rate | Minimum_Cushion | No_Shot | Plasticizing_Start_Position | Plasticizing_Time | Screw_Position | Screw_Velocity | VP_Position | VP_Press | Weighing_Start_Position | _ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Barrel_Temp_Z1 | 1.000 | 0.707 | 0.577 | -0.894 | -0.577 | -0.577 | 0.000 | -0.894 | -0.894 | 0.943 | -0.577 | -0.894 | -0.894 | -0.447 | -0.577 | -0.943 | 1.000 | -0.943 | -0.943 | -0.894 |
| Barrel_Temp_Z2 | 0.707 | 1.000 | 0.000 | -0.632 | -0.816 | 0.000 | -0.500 | -0.632 | -0.632 | 0.833 | -0.816 | -0.632 | -0.632 | -0.316 | -0.816 | -0.833 | 0.707 | -0.500 | -0.833 | -0.632 |
| Barrel_Temp_Z4 | 0.577 | 0.000 | 1.000 | -0.775 | -0.333 | -1.000 | 0.000 | -0.775 | -0.775 | 0.544 | -0.333 | -0.775 | -0.775 | -0.775 | -0.333 | -0.544 | 0.577 | -0.544 | -0.544 | -0.775 |
| Cycle_Time | -0.894 | -0.632 | -0.775 | 1.000 | 0.775 | 0.775 | 0.316 | 1.000 | 1.000 | -0.949 | 0.775 | 1.000 | 1.000 | 0.800 | 0.775 | 0.949 | -0.894 | 0.738 | 0.949 | 1.000 |
| Decompression_Time | -0.577 | -0.816 | -0.333 | 0.775 | 1.000 | 0.333 | 0.816 | 0.775 | 0.775 | -0.816 | 1.000 | 0.775 | 0.775 | 0.775 | 1.000 | 0.816 | -0.577 | 0.272 | 0.816 | 0.775 |
| Hopper_Temp | -0.577 | 0.000 | -1.000 | 0.775 | 0.333 | 1.000 | 0.000 | 0.775 | 0.775 | -0.544 | 0.333 | 0.775 | 0.775 | 0.775 | 0.333 | 0.544 | -0.577 | 0.544 | 0.544 | 0.775 |
| Injection_Peak_Press | 0.000 | -0.500 | 0.000 | 0.316 | 0.816 | 0.000 | 1.000 | 0.316 | 0.316 | -0.333 | 0.816 | 0.316 | 0.316 | 0.632 | 0.816 | 0.333 | 0.000 | -0.333 | 0.333 | 0.316 |
| Injection_Pressure_Real_Time | -0.894 | -0.632 | -0.775 | 1.000 | 0.775 | 0.775 | 0.316 | 1.000 | 1.000 | -0.949 | 0.775 | 1.000 | 1.000 | 0.800 | 0.775 | 0.949 | -0.894 | 0.738 | 0.949 | 1.000 |
| Machine_Cycle_Time | -0.894 | -0.632 | -0.775 | 1.000 | 0.775 | 0.775 | 0.316 | 1.000 | 1.000 | -0.949 | 0.775 | 1.000 | 1.000 | 0.800 | 0.775 | 0.949 | -0.894 | 0.738 | 0.949 | 1.000 |
| Max_Injection_Rate | 0.943 | 0.833 | 0.544 | -0.949 | -0.816 | -0.544 | -0.333 | -0.949 | -0.949 | 1.000 | -0.816 | -0.949 | -0.949 | -0.632 | -0.816 | -1.000 | 0.943 | -0.778 | -1.000 | -0.949 |
| Minimum_Cushion | -0.577 | -0.816 | -0.333 | 0.775 | 1.000 | 0.333 | 0.816 | 0.775 | 0.775 | -0.816 | 1.000 | 0.775 | 0.775 | 0.775 | 1.000 | 0.816 | -0.577 | 0.272 | 0.816 | 0.775 |
| No_Shot | -0.894 | -0.632 | -0.775 | 1.000 | 0.775 | 0.775 | 0.316 | 1.000 | 1.000 | -0.949 | 0.775 | 1.000 | 1.000 | 0.800 | 0.775 | 0.949 | -0.894 | 0.738 | 0.949 | 1.000 |
| Plasticizing_Start_Position | -0.894 | -0.632 | -0.775 | 1.000 | 0.775 | 0.775 | 0.316 | 1.000 | 1.000 | -0.949 | 0.775 | 1.000 | 1.000 | 0.800 | 0.775 | 0.949 | -0.894 | 0.738 | 0.949 | 1.000 |
| Plasticizing_Time | -0.447 | -0.316 | -0.775 | 0.800 | 0.775 | 0.775 | 0.632 | 0.800 | 0.800 | -0.632 | 0.775 | 0.800 | 0.800 | 1.000 | 0.775 | 0.632 | -0.447 | 0.211 | 0.632 | 0.800 |
| Screw_Position | -0.577 | -0.816 | -0.333 | 0.775 | 1.000 | 0.333 | 0.816 | 0.775 | 0.775 | -0.816 | 1.000 | 0.775 | 0.775 | 0.775 | 1.000 | 0.816 | -0.577 | 0.272 | 0.816 | 0.775 |
| Screw_Velocity | -0.943 | -0.833 | -0.544 | 0.949 | 0.816 | 0.544 | 0.333 | 0.949 | 0.949 | -1.000 | 0.816 | 0.949 | 0.949 | 0.632 | 0.816 | 1.000 | -0.943 | 0.778 | 1.000 | 0.949 |
| VP_Position | 1.000 | 0.707 | 0.577 | -0.894 | -0.577 | -0.577 | 0.000 | -0.894 | -0.894 | 0.943 | -0.577 | -0.894 | -0.894 | -0.447 | -0.577 | -0.943 | 1.000 | -0.943 | -0.943 | -0.894 |
| VP_Press | -0.943 | -0.500 | -0.544 | 0.738 | 0.272 | 0.544 | -0.333 | 0.738 | 0.738 | -0.778 | 0.272 | 0.738 | 0.738 | 0.211 | 0.272 | 0.778 | -0.943 | 1.000 | 0.778 | 0.738 |
| Weighing_Start_Position | -0.943 | -0.833 | -0.544 | 0.949 | 0.816 | 0.544 | 0.333 | 0.949 | 0.949 | -1.000 | 0.816 | 0.949 | 0.949 | 0.632 | 0.816 | 1.000 | -0.943 | 0.778 | 1.000 | 0.949 |
| _ID | -0.894 | -0.632 | -0.775 | 1.000 | 0.775 | 0.775 | 0.316 | 1.000 | 1.000 | -0.949 | 0.775 | 1.000 | 1.000 | 0.800 | 0.775 | 0.949 | -0.894 | 0.738 | 0.949 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| No_Shot | Machine_Cycle_Time | Cycle_Time | Barrel_Temp_Z1 | Barrel_Temp_Z2 | Barrel_Temp_Z3 | Barrel_Temp_Z4 | Hopper_Temp | Injection_Pressure_Real_Time | Screw_Position | Injection_Peak_Press | Max_Injection_Rate | Screw_Velocity | VP_Time | VP_Position | Weighing_Start_Position | VP_Press | Plasticizing_Time | Plasticizing_Start_Position | Plasticizing_End_Position | Plasticizing_RPM | Minimum_Cushion | Cooling_Time | Back_Flow | Decompression_Time | _ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 16.54 | 16.52 | 210.2 | 200.7 | 193.5 | 187.3 | 40.1 | 1.23 | 6.02 | 1211.65 | 78.37 | 20.60 | 2 | 8.14 | 10.51 | 1062.00 | 4.74 | 10.46 | 63.11 | 28.27 | 6.02 | 8 | 49.03 | 0.32 | 0 |
| 1 | 1 | 16.56 | 16.54 | 210.2 | 200.8 | 193.5 | 187.2 | 40.2 | 1.24 | 6.02 | 1211.65 | 78.37 | 20.60 | 2 | 8.14 | 10.51 | 1062.00 | 4.81 | 10.49 | 63.11 | 28.27 | 6.02 | 8 | 49.03 | 0.32 | 1 |
| 2 | 2 | 16.58 | 16.56 | 210.1 | 200.7 | 193.5 | 187.2 | 40.2 | 1.26 | 6.02 | 1209.16 | 78.32 | 35.38 | 2 | 8.12 | 10.54 | 1101.41 | 4.80 | 10.53 | 63.11 | 28.27 | 6.02 | 8 | 49.03 | 0.32 | 2 |
| 3 | 3 | 16.62 | 16.58 | 210.1 | 200.6 | 193.5 | 187.2 | 40.2 | 1.30 | 6.28 | 1228.24 | 78.19 | 36.35 | 2 | 8.12 | 10.79 | 1092.55 | 4.84 | 10.78 | 63.11 | 28.27 | 6.28 | 8 | 49.03 | 0.33 | 3 |
| No_Shot | Machine_Cycle_Time | Cycle_Time | Barrel_Temp_Z1 | Barrel_Temp_Z2 | Barrel_Temp_Z3 | Barrel_Temp_Z4 | Hopper_Temp | Injection_Pressure_Real_Time | Screw_Position | Injection_Peak_Press | Max_Injection_Rate | Screw_Velocity | VP_Time | VP_Position | Weighing_Start_Position | VP_Press | Plasticizing_Time | Plasticizing_Start_Position | Plasticizing_End_Position | Plasticizing_RPM | Minimum_Cushion | Cooling_Time | Back_Flow | Decompression_Time | _ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 16.54 | 16.52 | 210.2 | 200.7 | 193.5 | 187.3 | 40.1 | 1.23 | 6.02 | 1211.65 | 78.37 | 20.60 | 2 | 8.14 | 10.51 | 1062.00 | 4.74 | 10.46 | 63.11 | 28.27 | 6.02 | 8 | 49.03 | 0.32 | 0 |
| 1 | 1 | 16.56 | 16.54 | 210.2 | 200.8 | 193.5 | 187.2 | 40.2 | 1.24 | 6.02 | 1211.65 | 78.37 | 20.60 | 2 | 8.14 | 10.51 | 1062.00 | 4.81 | 10.49 | 63.11 | 28.27 | 6.02 | 8 | 49.03 | 0.32 | 1 |
| 2 | 2 | 16.58 | 16.56 | 210.1 | 200.7 | 193.5 | 187.2 | 40.2 | 1.26 | 6.02 | 1209.16 | 78.32 | 35.38 | 2 | 8.12 | 10.54 | 1101.41 | 4.80 | 10.53 | 63.11 | 28.27 | 6.02 | 8 | 49.03 | 0.32 | 2 |
| 3 | 3 | 16.62 | 16.58 | 210.1 | 200.6 | 193.5 | 187.2 | 40.2 | 1.30 | 6.28 | 1228.24 | 78.19 | 36.35 | 2 | 8.12 | 10.79 | 1092.55 | 4.84 | 10.78 | 63.11 | 28.27 | 6.28 | 8 | 49.03 | 0.33 | 3 |